Название: Parallel Programming: Concepts and Practice Автор: Bertil Schmidt, Jorge Gonzalez-Dominguez, Christian Hundt, Moritz Schlarb Издательство: Morgan Kaufmann Год: 2018 Страниц: 405 Формат: pdf Размер: 10 mb Язык: английский
This book provides an upper level introduction to parallel programming. In addition to covering general parallelism concepts, this text teaches practical programming skills for both shared memory and distributed memory architectures. The authors’ open-source system for automated code evaluation provides easy access to parallel computing resources, making the book particularly suitable for classroom settings.
Key Features Covers parallel programming approaches for single computer nodes and HPC clusters: OpenMP, multithreading, SIMD vectorization, MPI, UPC++ Contains numerous practical parallel programming exercises Includes access to an automated code evaluation tool that enables students the opportunity to program in a web browser and receive immediate feedback on the result validity of their program Features an example-based teaching of concept to enhance learning outcomes
Readership Senior undergraduate students majoring in computer science and computer engineering or taking advanced computing classes in other disciplines; graduate students of any discipline who work with high performance computing (HPC), such as computational science, bioinformatics, computational physics, data science
Table of Contents Introduction Theoretical Background Modern Architectures C++11 Multithreading Advanced C++11 Multithreading OpenMP Compute Unified Device Architecture Advance CUDA Programming Message Passing Interface Unified Parallel C++
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Parallel Programming: Concepts and Practice 
